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基于血液的结直肠癌筛查中检测性能特征对负担-效益权衡的差异影响:一项微观模拟分析。

Differential impact of test performance characteristics on burden-to-benefit tradeoffs for blood-based colorectal cancer screening: A microsimulation analysis.

机构信息

EmpiriQA, LLC, Long Grove, IL, USA.

Freenome Holdings, Inc., South San Francisco, CA, USA.

出版信息

J Med Screen. 2023 Dec;30(4):175-183. doi: 10.1177/09691413231175056. Epub 2023 Jun 2.

Abstract

OBJECTIVES

To inform the development and evaluation of new blood-based colorectal cancer (CRC) screening tests satisfying minimum United States (US) coverage criteria, we estimated the impact of the different test performance characteristics on long-term testing benefits and burdens.

METHODS

A novel CRC-Microsimulation of Adenoma Progression and Screening (CRC-MAPS) model was developed, validated, then used to assess different screening tests for CRC. We compared multiple, hypothetical blood-based CRC screening tests satisfying minimum coverage criteria of 74% CRC sensitivity and 90% specificity, to measure how changes in a test's CRC sensitivity, specificity, and adenoma sensitivity (sizes 1-5 mm, 6-9 mm, ≥10 mm) affect total number of colonoscopies (COL), CRC incidence reduction (IR), CRC mortality reduction (MR), and burden-to-benefit ratios (incremental COLs per percentage-point increase in IR or MR).

RESULTS

A blood test meeting minimum US coverage criteria for performance characteristics resulted in 1576 lifetime COLs per 1000 individuals, 46.7% IR and 59.2% MR compared to no screening. Tests with increased CRC sensitivity of 99% ( + 25%) vs. increased ≥10 mm adenoma sensitivity of 13.6% ( + 3.6%) both yielded the same MR, 62.7%. Test benefits improved the most with increases in all-size adenoma sensitivity, then size-specific adenoma sensitivities, then specificity and CRC sensitivity, while increases in specificity or ≥10 mm adenoma sensitivity resulted in the most favorable burden-to-benefit tradeoffs (ratios <11.5).

CONCLUSIONS

Burden-to-benefit ratios for blood-based CRC screening tests differ by performance characteristic, with the most favorable tradeoffs resulting from improvements in specificity and ≥10 mm adenoma sensitivity.

摘要

目的

为了满足美国(US)最低覆盖标准,为新的基于血液的结直肠癌(CRC)筛查试验的开发和评估提供信息,我们估计了不同测试性能特征对长期测试效益和负担的影响。

方法

我们开发了一种新型的结直肠癌微模拟腺瘤进展和筛查(CRC-MAPS)模型,对其进行了验证,然后用于评估不同的 CRC 筛查测试。我们比较了多个满足最低覆盖率标准(CRC 敏感性为 74%,特异性为 90%)的假设性基于血液的 CRC 筛查测试,以衡量测试的 CRC 敏感性、特异性和腺瘤敏感性(1-5mm、6-9mm、≥10mm 大小)的变化如何影响结肠镜检查的总数(COL)、CRC 发病率降低(IR)、CRC 死亡率降低(MR)和负担-效益比(IR 或 MR 每增加一个百分点时的额外 COL)。

结果

一种满足美国最低性能标准的血液检测在 1000 名个体中导致了 1576 例终生 COL,IR 为 46.7%,MR 为 59.2%,与无筛查相比。CRC 敏感性提高 99%(+25%)和≥10mm 腺瘤敏感性提高 13.6%(+3.6%)的检测均产生相同的 MR,为 62.7%。随着所有大小腺瘤敏感性的增加,然后是特定大小腺瘤敏感性的增加,特异性和 CRC 敏感性的增加,测试效益得到了最大的改善,而特异性或≥10mm 腺瘤敏感性的增加导致了最有利的负担-效益权衡(比值<11.5)。

结论

基于血液的 CRC 筛查测试的负担-效益比因性能特征而异,特异性和≥10mm 腺瘤敏感性的提高带来了最有利的权衡。

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